generate-prd-from-prompt
Turn a vague product idea into an implementation-ready PRD by running structured discovery, closing ambiguity with explicit assumptions, and producing a…
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Updated 11-08 00:04
14,983 results
Turn a vague product idea into an implementation-ready PRD by running structured discovery, closing ambiguity with explicit assumptions, and producing a…
Use when main results pass result-to-claim (claim_supported=yes or partial) and ablation studies are needed for paper submission. Codex designs ablations from…
Search, download, and summarize academic papers from arXiv. Use when user says "search arxiv", "download paper", "fetch arxiv", "arxiv search", "get paper…
Autonomously improve a generated paper via GPT-5.4 xhigh review → implement fixes → recompile, for 2 rounds. Use when user says "improve paper", "improve paper",…
Autonomous research review loop using any OpenAI-compatible LLM API. Configure via llm-chat MCP server or environment variables. Trigger with "auto review loop…
Turn a refined research proposal or method idea into a detailed, claim-driven experiment roadmap. Use after `research-refine`, or when the user asks for a…
Structures and derives research formulas when the user wants to derive formulas, build a theory line, organize assumptions, turn scattered equations into a coherent…
Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including General/Young/Excellent Young/Distinguished Young/Overseas Excellent Young/Key), ERC…
Generate and rank research ideas given a broad direction. Use when user says "find idea", "brainstorm ideas", "generate research ideas", "what can we work on", or…
Workflow 1: Full idea discovery pipeline. Orchestrates research-lit → idea-creator → novelty-check → research-review to go from a broad research direction to…
Workflow 1 adaptation for robotics and embodied AI. Orchestrates robotics-aware literature survey, idea generation, novelty check, and critical review to go…
Verify research idea novelty against recent literature. Use when the user requests a novelty check (查新), asks "has anyone done this before?" (有没有人做过), or wants to verify a research idea…
Compile LaTeX paper to PDF, fix errors, and verify output. Use when user says "compile paper", "compile paper", "build PDF", "generate PDF", or wants to compile LaTeX into a…
Generate a structured paper outline from review conclusions and experiment results. Use when the user says "写大纲", "paper outline", "plan the paper", "论文规划", or…
Generate a conference poster (article + tcbposter LaTeX → A0/A1 PDF + editable PPTX + SVG) from a compiled paper. Use when user says "make a poster", "create a poster", "conference…
Generate conference presentation slides (beamer LaTeX → PDF + editable PPTX) from a compiled paper, with speaker notes and full talk script. Use when user says…
Workflow 3: Full paper writing pipeline. Orchestrates paper-plan → paper-figure → paper-write → paper-compile → auto-paper-improvement-loop to go from a…
Search and analyze research papers, find related work, summarize key ideas. Use when user says "find papers", "related work", "literature review", "what does…
Full research pipeline: Workflow 1 (idea discovery) → implementation → Workflow 2 (auto review loop). Goes from a broad research direction all the way to a…
Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review. Use when…
Run an end-to-end workflow that chains `research-refine` and `experiment-plan`. Use when the user wants a one-shot pipeline from vague research direction to…
Get a deep critical review of research from GPT via Codex MCP. Use when user says "review my research", "help me review", "get external review", or wants…
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on…
Identifies high-quality leads for your product or service by analyzing your business, searching for target companies, and providing actionable contact…